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I am a data scientist who enjoys all things anaytics, visualizations and predictive modelling. I also enjoy delving deeply into things like RL and optimization algorithms.

Some recent projects are:

  • Designing custom anaytics dashboard to track the prices of used iphones on kijiji to find the best deal: Link
  • Implementing a visualizer to understand the standard line search and trust region methods for optimization: Link

Sacha Gunaratne's Projects

100daysofcode icon 100daysofcode

This will contain all the code I write during the next 100 days

arbiter icon arbiter

A tool for hyperparameter optimization of machine learning models

bnt icon bnt

Bayes Net Toolbox for Matlab

boggle-solver icon boggle-solver

Finds the words in the game of Boggle. Can handle games of any size*

coserec icon coserec

Contrastive Self-supervised Sequential Recommendation with Robust Augmentation

deeplearning4j icon deeplearning4j

Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark

docs icon docs

Source code for the Streamlit Python library documentation

freecodecamp icon freecodecamp

Contains code for teaching an agent the rules of Rock Paper Scissors

iphone-tracker icon iphone-tracker

Dashboard for tracking the prices of used iphones to find the best deal | uses Pandas and Dash

jloaf icon jloaf

Java Learning from observation Framework using CBR and Bayesian Networks

learn-docker icon learn-docker

Sample project used to learn how to use docker-compose and Dockerfile to setup a simple python webserver.

lfo_framework icon lfo_framework

A framework that focuses on using bayesian and Dynamic Bayesian Networks to perform Learning from observation on Discrete Domains

observerpattern icon observerpattern

Uses Observer Pattern and EventModel to build a one-to-many subscriber list.

optimization icon optimization

Visualizes optimization algorithms in 2D space using plotly and streamlit

python_projects icon python_projects

Python Projects using sckit-learn, tensorflow, requests, unittesting, time series prediction, weather apps, multi threading

rcss icon rcss

Contains the batch files for running and closing RoboCup games

reinforcement_learning icon reinforcement_learning

Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.

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